Chain of Thought (CoT) is a technique that enables AI models to solve complex problems step by step.
What is CoT?
CoT prompting tells the model to think in logical steps rather than solving a problem in one shot. This method significantly increases accuracy, especially in multi-step business processes.
Application in Business Automation
In processes like invoice processing, contract analysis, and customer request routing, CoT architectures achieve up to 40% error reduction.
Practical Recommendations
When building a CoT-based automation system, logging each step, adding fallback mechanisms for errors, and including human approval steps are critically important.